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Explainable AI for Communications and Networking: Toward Responsible Automation
Paperback
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ISBN10: 0443291357
ISBN13: 9780443291357
Publisher: Academic Press
Published: May 30 2025
Pages: 252
Weight: 0.70
Height: 0.40 Width: 6.00 Depth: 9.00
Language: English
ISBN13: 9780443291357
Publisher: Academic Press
Published: May 30 2025
Pages: 252
Weight: 0.70
Height: 0.40 Width: 6.00 Depth: 9.00
Language: English
Explainable AI for Communications and Networking: Toward Responsible Automation gives a tour into the realm of Explainable Artificial Intelligence (XAI) and its impact on transparent and autonomous communication networks. The book equips readers from diverse backgrounds in communications and networking with a variety of XAI tools, metrics and frameworks to demystify AI systems through graphical taxonomies and mathematical formulations, which are further enriched with code snippets. The book also examines XAI implementation in wireless communications, network management, generative AI for telecom and cybersecurity, before presenting practical use-cases emanating from an industry perspective. Finally, the regulatory, ethical, and legal implications of XAI in telecommunications are reviewed, before concluding with key challenges and takeaways.
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